Writing

Notes on data science, scientific software, cultural heritage, AI, and reproducible research.

Longer notes from ongoing work in data science, cultural heritage computing, scientific software, machine learning, and reproducible research.

FinnishForestAI: Exploring Finnish Forests with LiDAR and AI in R

An open and reproducible R workflow for transforming Finnish airborne LiDAR point clouds into forest-structure metrics, canopy models, and machine-learning features.

Aug 24, 2026

Tracing the Evolution of Knowledge Through Bibliographic Data Science

cultural-heritage

finna

bibliographic-data-science

Using bibliographic data science to study long-term transformations in European book culture, publishing, and knowledge production.

Jul 3, 2025

LimROTS: A New Tool for Reliable Differential Expression Analysis in Proteomics

proteomics

bioinformatics

Bioconductor

A reproducibility-oriented statistical method combining limma and ROTS for robust differential expression analysis in proteomics.

Jun 3, 2025

Building the Foundation for Our eCommerce Platform

eCommerce

Drupal

Web-Development

A behind-the-scenes look at a scalable, flexible eCommerce platform built with Drupal Commerce and modern development practices.

May 3, 2025

Graph Learning for Microbiome Research

microbiome

machine-learning

graph

Exploring how microbial association networks and graph neural networks can help model complex microbiome communities.

Apr 27, 2025